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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Marine and Offshore Engineering Studies
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

638 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
638 works in the cohort · of 4,299,418page 9 of 13

Labels cover 0 of 638 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 638 of 638 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Port Churchill
2017· article· en· Open Collections· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Simulation Of QA/QC Impact On Onshore Jacket Fabrication Productivity
Mona Sharifi, Sandel Baciu, Tarek Zayed
2006· article· en· Proceedings of the Joint CIB W78, W102, ICCCBE, ICCC, and DMUCE International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, 14-16 June· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Imperial Oil Ltd.
2005· article· en· Mergent s Dividend Achievers· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
New Marine Era for Gas
John F. Hatley
2012· article· en· Offshore Technology Conference· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Safety in Decommissioning and Remediation of Remote Sites
Timothy Taylor
2004· article· en· SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Regulatory
Neil McNaughton
2023· article· en· Oil IT Journal.· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Solution-Gas-Use Alternatives
Dennis Denney
2000· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Total Spreads Its Wings
John Sheehan
2010· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
No Ordinary Fix
Darryl D. Matson, Karsten Veng, Eduardo Pradilla, Keith F. Kirkwood
2009· article· en· Civil engineering· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Special issue on offshore energy and storage
Rupp Carriveau, David S.‐K. Ting
2015· article· en· Sustainable Energy Technologies and Assessments· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Clayton Hiles Triton Consultants Ltd
2016· article· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About